Services
Global Supermajor Oil & Gas
Hundreds of agents
Category managers watch supply risk with a swarm of agents
Top 5 telecom provider
20% → 70% dispute accuracy
A knowledge graph takes billing disputes from 20% to 70% accuracy
Live vessel plans
Live plans showing which vessels move people and materials offshore
Key use case
One roadmap, ranked by value
See which AI work comes first, then ship it with the team that planned it
Large consumer technology company
One AI reviewer for every team
Live in 4 weeks, improving daily instead of weekly
Quote to cash
Reconcile the CRM, billing and the ledger, then draft the variance
Route work to a smaller model
See AI spend by team and workflow, then move what still meets the quality bar
Federal law enforcement agency
Finds devices in secure rooms
A fine-tuned model on local servers reports the type and the room
Projects
Tools, memory, approvals and cost, around the model.
Tracked by team, model and workflow.
Industries
Diligence
Read a data room into one brief, and list what diligence still has to answer
Payment fraud
Score each payment for fraud and write the case summary an analyst reviews
Claims triage
Rank a new claim at first notice and route the ones likely to turn severe
One patient view
Join claims and clinical records into one view of each patient
Top 5 LATAM Retailer
Checkout rebuilt from C++
In-store, including the payment register, in three weeks
Large public sector agency
Hours, not weeks
Accounting teams get audit-ready in hours instead of weeks
Company
For telecom operators running large networks, customer bases and field teams.
Case studies
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